hallucination detection

Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation EMNLP 2024 Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024 Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration EMNLP 2024 ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models NeurIPS 2024 Estimating the Hallucination Rate of Generative AI NeurIPS 2024 Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ACL 2024 FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024 FactCHD: Benchmarking Fact-Conflicting Hallucination Detection IJCAI 2024 Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification ACL 2024 FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models EMNLP 2024 Finding Blind Spots in Evaluator LLMs with Interpretable Checklists EMNLP 2024 FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024 Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations EMNLP 2024 German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset COLING 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation NeurIPS 2024 HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data CVPR 2024 Hallucination Detection in LLM-enriched Product Listings COLING 2024 HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024 HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes SemEval 2024 HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models CVPR 2024 HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection NeurIPS 2024 Halu-NLP at SemEval-2024 Task 6: MetaCheckGPT - A Multi-task Hallucination Detection using LLM uncertainty and meta-models SemEval 2024 Handling Ontology Gaps in Semantic Parsing NAACL 2024 HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024